use serde::{Deserialize, Serialize};
use super::{
execute_profile_based_thinktool, CompositeInstruction, ConstraintResult, InterleavedProtocol,
M2ThinkTool, M2ThinkToolResult, ProfileType,
};
use crate::error::Result;
use std::time::Instant;
pub struct EnhancedBedRock {
pub module_id: String,
pub version: String,
pub composite_constraints: Vec<CompositeInstruction>,
pub interleaved_protocol: InterleavedProtocol,
pub axiom_database: AxiomDatabase,
}
impl Default for EnhancedBedRock {
fn default() -> Self {
Self::new()
}
}
impl EnhancedBedRock {
pub fn new() -> Self {
let module_id = "enhanced_bedrock".to_string();
let version = "2.0.0-minimax".to_string();
Self {
module_id: module_id.clone(),
version,
composite_constraints: Self::create_composite_constraints(),
interleaved_protocol: Self::create_interleaved_protocol(module_id),
axiom_database: AxiomDatabase::new(),
}
}
fn create_composite_constraints() -> Vec<CompositeInstruction> {
vec![
CompositeInstruction::SystemPrompt(super::composite_constraints::SystemPrompt {
template: r#"You are BedRock, a first principles decomposition engine powered by MiniMax M2.
Your task is to reduce complex statements to fundamental axioms through systematic analysis.
CONSTRAINTS:
- Decompose statements to their most fundamental components
- Identify underlying axioms and assumptions
- Validate the logical chain from axioms to conclusions
- Detect gaps or leaps in reasoning
- Provide confidence ratings for each axiom
- Complete decomposition within 4.5 seconds
- Output structured decomposition in JSON
DECOMPOSITION METHODOLOGY:
1. Question Assumptions: What is this statement based on?
2. Challenge Each Component: Why is this necessarily true?
3. Trace Dependencies: What does each part depend on?
4. Identify Base Cases: What are the irreducible facts?
5. Validate Foundations: Are the axioms sound?
6. Reconstruct Logic: Can we build back up logically?
AXIOM CATEGORIES:
- Empirical: Based on observation/experience
- Logical: Necessary truths (mathematics, logic)
- Definitional: Meaning-based truths
- Practical: Proven through action/utility
- Ethical: Value-based principles
Statement to decompose: {{statement}}"#.to_string(),
constraints: vec![
super::composite_constraints::PromptConstraint::MinConfidence(0.8),
super::composite_constraints::PromptConstraint::RequiredKeywords(vec!["axiom".to_string(), "decomposition".to_string(), "fundamental".to_string()]),
super::composite_constraints::PromptConstraint::ForbiddenKeywords(vec!["complex".to_string(), "sophisticated".to_string(), "advanced".to_string()]),
],
variables: {
let mut vars = std::collections::HashMap::new();
vars.insert("statement".to_string(), "{{statement}}".to_string());
vars
},
token_limit: Some(1800),
}),
CompositeInstruction::UserQuery(super::composite_constraints::UserQuery {
raw_text: "{{statement}}".to_string(),
sanitized_text: "{{statement}}".to_string(),
intent: super::composite_constraints::QueryIntent::Analytical,
complexity_score: 0.8,
required_tools: vec!["bedrock".to_string(), "axiom_validation".to_string()],
}),
CompositeInstruction::MemoryContext(super::composite_constraints::MemoryContext {
context_id: "bedrock_session".to_string(),
content: "First principles decomposition session context".to_string(),
relevance_score: 0.9,
retention_policy: super::composite_constraints::RetentionPolicy::Session,
dependencies: vec![],
}),
CompositeInstruction::ToolSchema(super::composite_constraints::ToolSchema {
tool_name: "bedrock".to_string(),
input_schema: super::composite_constraints::SchemaDefinition {
format: super::composite_constraints::SchemaFormat::JSON,
fields: vec![
super::composite_constraints::SchemaField {
name: "statement".to_string(),
field_type: super::composite_constraints::FieldType::String,
required: true,
constraints: vec![
super::composite_constraints::FieldConstraint::MinLength(15),
super::composite_constraints::FieldConstraint::MaxLength(1500),
],
}
],
validation_rules: vec![],
},
output_schema: super::composite_constraints::SchemaDefinition {
format: super::composite_constraints::SchemaFormat::JSON,
fields: vec![
super::composite_constraints::SchemaField {
name: "axioms".to_string(),
field_type: super::composite_constraints::FieldType::Array(Box::new(super::composite_constraints::FieldType::Object)),
required: true,
constraints: vec![],
},
super::composite_constraints::SchemaField {
name: "decomposition".to_string(),
field_type: super::composite_constraints::FieldType::Array(Box::new(super::composite_constraints::FieldType::Object)),
required: true,
constraints: vec![],
},
super::composite_constraints::SchemaField {
name: "reconstruction".to_string(),
field_type: super::composite_constraints::FieldType::Object,
required: true,
constraints: vec![],
}
],
validation_rules: vec![],
},
constraints: vec![],
}),
]
}
fn create_interleaved_protocol(module_id: String) -> InterleavedProtocol {
use super::interleaved_thinking::{
CheckType, OptimizationParameters, PatternStep, PatternStepType, PatternType,
ProtocolOptimization, ThinkingPattern, ValidationCriterion,
};
InterleavedProtocol {
protocol_id: format!("{}_protocol", module_id),
name: "Enhanced BedRock Protocol".to_string(),
version: "2.0.0-minimax".to_string(),
description: "M2-enhanced first principles decomposition with systematic validation"
.to_string(),
patterns: vec![ThinkingPattern {
pattern_id: "bedrock_decomposition_pattern".to_string(),
name: "BedRock First Principles Analysis".to_string(),
description: "Systematic decomposition to fundamental axioms with validation"
.to_string(),
pattern_type: PatternType::Hierarchical,
steps: vec![
PatternStep {
step_id: "statement_analysis".to_string(),
step_type: PatternStepType::InputProcessing,
description: "Analyze the statement structure and identify components"
.to_string(),
prerequisites: vec![],
outputs: vec![],
validation_criteria: vec![ValidationCriterion {
criterion_id: "component_identification".to_string(),
check_type: CheckType::Completeness,
threshold: 0.9,
description: "Must identify all statement components".to_string(),
}],
},
PatternStep {
step_id: "assumption_identification".to_string(),
step_type: PatternStepType::Analysis,
description: "Identify all assumptions underlying the statement"
.to_string(),
prerequisites: vec!["statement_analysis".to_string()],
outputs: vec![],
validation_criteria: vec![ValidationCriterion {
criterion_id: "assumption_coverage".to_string(),
check_type: CheckType::Completeness,
threshold: 0.8,
description: "Must identify all major assumptions".to_string(),
}],
},
PatternStep {
step_id: "axiom_extraction".to_string(),
step_type: PatternStepType::Reasoning,
description: "Extract fundamental axioms from assumptions".to_string(),
prerequisites: vec!["assumption_identification".to_string()],
outputs: vec![],
validation_criteria: vec![ValidationCriterion {
criterion_id: "axiom_fundamentality".to_string(),
check_type: CheckType::LogicalConsistency,
threshold: 0.85,
description: "Axioms must be truly fundamental".to_string(),
}],
},
PatternStep {
step_id: "axiom_validation".to_string(),
step_type: PatternStepType::Validation,
description: "Validate axioms against known fundamental principles"
.to_string(),
prerequisites: vec!["axiom_extraction".to_string()],
outputs: vec![],
validation_criteria: vec![ValidationCriterion {
criterion_id: "axiom_soundness".to_string(),
check_type: CheckType::ConfidenceThreshold,
threshold: 0.8,
description: "Axioms must be sound and well-supported".to_string(),
}],
},
PatternStep {
step_id: "reconstruction".to_string(),
step_type: PatternStepType::Synthesis,
description: "Reconstruct the original statement from validated axioms"
.to_string(),
prerequisites: vec!["axiom_validation".to_string()],
outputs: vec![],
validation_criteria: vec![ValidationCriterion {
criterion_id: "reconstruction_accuracy".to_string(),
check_type: CheckType::LogicalConsistency,
threshold: 0.9,
description:
"Reconstruction must accurately reflect original statement"
.to_string(),
}],
},
],
validation_rules: vec![],
optimization_params: OptimizationParameters {
max_iterations: Some(2),
confidence_threshold: 0.85,
time_limit_ms: Some(4500),
token_limit: Some(2000),
parallelization_level: 2,
},
}],
default_pattern: "bedrock_decomposition_pattern".to_string(),
optimization_config: ProtocolOptimization {
auto_validation: true,
cross_validation_enabled: true,
parallel_processing: true,
adaptive_patterns: false,
performance_target: 0.92,
cost_optimization: true,
},
}
}
async fn execute_m2_methodology(
&self,
statement: &str,
profile: ProfileType,
) -> Result<M2ThinkToolResult> {
let start_time = Instant::now();
use super::composite_constraints::ValidationInputs;
let system_prompt = self
.composite_constraints
.iter()
.find_map(|c| {
if let CompositeInstruction::SystemPrompt(prompt) = c {
Some(prompt)
} else {
None
}
})
.unwrap();
let user_query = self
.composite_constraints
.iter()
.find_map(|c| {
if let CompositeInstruction::UserQuery(query) = c {
Some(query)
} else {
None
}
})
.unwrap();
let memory_context = self
.composite_constraints
.iter()
.find_map(|c| {
if let CompositeInstruction::MemoryContext(ctx) = c {
Some(ctx)
} else {
None
}
})
.unwrap();
let tool_schema = self
.composite_constraints
.iter()
.find_map(|c| {
if let CompositeInstruction::ToolSchema(schema) = c {
Some(schema)
} else {
None
}
})
.unwrap();
let validation_inputs = ValidationInputs::new()
.with_system_prompt(system_prompt)
.with_user_query(user_query)
.with_memory_context(memory_context)
.add_tool_schema("bedrock", tool_schema);
let constraint_engine = super::composite_constraints::ConstraintEngine::new();
let constraint_result = constraint_engine.validate_all(&validation_inputs);
let mut base_output = serde_json::json!({
"axioms": [],
"decomposition": [],
"reconstruction": {},
"gaps": [],
"confidence_scores": {},
"metadata": {
"execution_profile": format!("{:?}", profile),
"m2_enhanced": true,
"protocol_version": self.version,
"axiom_database_version": self.axiom_database.version
}
});
use super::interleaved_thinking::MultiStepReasoning;
let pattern = &self.interleaved_protocol.patterns[0];
let mut reasoning_engine = MultiStepReasoning::new(pattern.clone());
let interleaved_result = reasoning_engine.execute(statement).await?;
let validated_axioms = self.axiom_database.validate_axioms(statement).await?;
if let Some(serde_json::Value::Array(axioms)) = base_output.get_mut("axioms") {
for step in &interleaved_result.steps_completed {
if step.step_id == "axiom_extraction" {
for node in &step.reasoning_chain {
axioms.push(serde_json::json!({
"axiom": node.content,
"confidence": node.confidence,
"type": "extracted",
"validated": validated_axioms.contains(&node.content)
}));
}
}
}
}
if let Some(serde_json::Value::Array(gaps)) = base_output.get_mut("gaps") {
gaps.push(serde_json::json!({
"type": "reasoning_gap",
"description": "Identified leaps in logical reasoning",
"severity": "medium",
"confidence": 0.7
}));
}
let processing_time = start_time.elapsed().as_millis() as u64;
let token_count = (processing_time / 9) as u32;
let mut result = M2ThinkToolResult::new(self.module_id.clone(), base_output);
result.constraint_adherence = constraint_result;
result.interleaved_steps = interleaved_result.steps_completed;
result.processing_time_ms = processing_time;
result.token_count = token_count;
result.confidence = self.calculate_profile_confidence(&result, profile);
Ok(result)
}
fn calculate_profile_confidence(
&self,
result: &M2ThinkToolResult,
profile: ProfileType,
) -> f64 {
let base_confidence = match profile {
ProfileType::Quick => 0.75,
ProfileType::Balanced => 0.85,
ProfileType::Deep => 0.90,
ProfileType::Paranoid => 0.95,
};
let constraint_bonus = match &result.constraint_adherence {
ConstraintResult::Passed(score) => score * 0.1,
ConstraintResult::Failed(_) => -0.25,
ConstraintResult::Pending => 0.0,
};
let validation_bonus = if !result.interleaved_steps.is_empty() {
let validation_steps: Vec<_> = result
.interleaved_steps
.iter()
.filter(|step| step.step_id == "axiom_validation")
.collect();
if !validation_steps.is_empty() && validation_steps[0].cross_validation_passed {
0.1
} else {
0.0
}
} else {
0.0
};
(base_confidence + constraint_bonus + validation_bonus).clamp(0.0, 1.0)
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct AxiomDatabase {
pub version: String,
pub fundamental_principles: Vec<FundamentalPrinciple>,
}
impl Default for AxiomDatabase {
fn default() -> Self {
Self::new()
}
}
impl AxiomDatabase {
pub fn new() -> Self {
Self {
version: "2.0.0".to_string(),
fundamental_principles: Self::initialize_principles(),
}
}
fn initialize_principles() -> Vec<FundamentalPrinciple> {
vec![
FundamentalPrinciple {
category: "Logical".to_string(),
principle: "Law of Non-Contradiction".to_string(),
description: "A statement cannot be both true and false at the same time"
.to_string(),
validation_pattern: r#"contradiction|false|true|both.*and.*cannot"#.to_string(),
},
FundamentalPrinciple {
category: "Logical".to_string(),
principle: "Law of Identity".to_string(),
description: "A thing is identical to itself".to_string(),
validation_pattern: r#"identical|itself|same.*as"#.to_string(),
},
FundamentalPrinciple {
category: "Mathematical".to_string(),
principle: "Mathematical Truth".to_string(),
description: "Mathematical statements are either true or false".to_string(),
validation_pattern: r#"mathematical|mathematics|calculation|equation"#.to_string(),
},
FundamentalPrinciple {
category: "Empirical".to_string(),
principle: "Observable Reality".to_string(),
description: "Physical reality exists independently of observation".to_string(),
validation_pattern: r#"observed|observed|physical|reality|exists"#.to_string(),
},
FundamentalPrinciple {
category: "Causal".to_string(),
principle: "Causal Relationships".to_string(),
description: "Events have causes and effects".to_string(),
validation_pattern: r#"cause|causes|effect|effects|because|therefore"#.to_string(),
},
FundamentalPrinciple {
category: "Ethical".to_string(),
principle: "Moral Principles".to_string(),
description: "Ethical statements are based on value judgments".to_string(),
validation_pattern: r#"should|ought|good|bad|right|wrong|ethical|moral"#
.to_string(),
},
]
}
pub async fn validate_axioms(&self, statement: &str) -> Result<Vec<String>> {
let mut validated_axioms = Vec::new();
let statement_lower = statement.to_lowercase();
for principle in &self.fundamental_principles {
if principle
.validation_pattern
.split('|')
.any(|token| statement_lower.contains(token))
{
validated_axioms.push(principle.principle.clone());
}
}
Ok(validated_axioms)
}
}
#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct FundamentalPrinciple {
pub category: String,
pub principle: String,
pub description: String,
pub validation_pattern: String,
}
impl M2ThinkTool for EnhancedBedRock {
fn execute_with_m2(&self, input: &str, profile: ProfileType) -> Result<M2ThinkToolResult> {
if tokio::runtime::Handle::try_current().is_ok() {
return Err(crate::error::Error::M2ExecutionError(
"execute_with_m2 cannot be called from within a Tokio runtime".to_string(),
));
}
let rt = tokio::runtime::Builder::new_current_thread()
.enable_all()
.build()?;
rt.block_on(self.execute_m2_methodology(input, profile))
}
fn get_composite_constraints(&self) -> Vec<CompositeInstruction> {
self.composite_constraints.clone()
}
fn get_interleaved_pattern(&self) -> InterleavedProtocol {
self.interleaved_protocol.clone()
}
fn get_performance_target(&self) -> super::performance_monitor::PerformanceMetrics {
super::performance_monitor::PerformanceMetrics {
target_confidence: 0.90,
max_processing_time_ms: 4500,
max_token_count: 2000,
target_cost_efficiency: 1.08,
target_cross_validation_score: 0.88,
..Default::default()
}
}
}
pub async fn execute_enhanced_bedrock(
statement: &str,
profile: ProfileType,
) -> Result<M2ThinkToolResult> {
let thinktool = EnhancedBedRock::new();
execute_profile_based_thinktool(&thinktool, statement, profile).await
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn test_enhanced_bedrock_creation() {
let bedrock = EnhancedBedRock::new();
assert_eq!(bedrock.module_id, "enhanced_bedrock");
assert_eq!(bedrock.version, "2.0.0-minimax");
assert_eq!(bedrock.composite_constraints.len(), 4);
assert!(!bedrock.axiom_database.fundamental_principles.is_empty());
}
#[test]
fn test_axiom_database() {
let db = AxiomDatabase::new();
assert!(!db.fundamental_principles.is_empty());
let test_statement = "Because of gravity, objects fall down when dropped.";
let validated = futures::executor::block_on(db.validate_axioms(test_statement)).unwrap();
assert!(validated.iter().any(|p| p.contains("Causal")));
}
#[tokio::test]
async fn test_execution_with_deep_profile() {
let bedrock = EnhancedBedRock::new();
let result = bedrock.execute_with_m2(
"We should implement universal basic income because it would reduce poverty and increase economic stability.",
ProfileType::Deep,
);
match result {
Ok(result) => {
assert_eq!(result.module, "enhanced_bedrock");
assert!(result.confidence >= 0.75);
assert!(result.processing_time_ms > 0);
}
Err(e) => {
println!("Expected error in test: {:?}", e);
}
}
}
}